tata1661/FSL-Mate resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1764 stars · 287 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

FSL-Mate is a curated collection of resources for few-shot learning, containing a tracked paper list (FewShotPapers) and a PaddlePaddle-based Python library (PaddleFSL). It is regularly updated with papers from major ML and CV/NLP conferences.

Use cases

• find recent few-shot learning papers
• track meta-learning research advances
• get started with few-shot learning in Python
• find one-shot learning survey material
• run few-shot learning experiments with PaddlePaddle
• keep up with FSL papers from CVPR, NeurIPS, ACL

When to choose

• you need an up-to-date curated list of few-shot learning literature
• you want a PaddlePaddle-based library for FSL experiments
• you are surveying meta-learning or low-shot research

When to avoid

• you need a production-ready few-shot learning framework in PyTorch or TensorFlow
• you want a maintained library with a clear license for commercial use
• you only need general-purpose deep learning tooling

Facets

learning-resource · maturity active

machine-learning deep-learning documentation machine-learning deep-learning tutorials awesome-lists python few-shot-learning meta-learning one-shot-learning paper-list paddlepaddle research

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markdown · JSON · MCP: product_card(name="tata1661/FSL-Mate")